The electronic configurations play a very crucial role in deciding the stability of oxidation states. The presence or absence of complete or half filled d orbitals in that oxidation state decides its stability. Also the ability to give away e- decide the oxidation state which depends on the energy possessed by it and hence forth its electronic configuration,
For example Sc shows +3 oxidation state only [M] 3d1 4s2+1, +2 very unstable due to presence of 1d e- +3 oxidation state is stable with noble gas configuration.
Mn : [Ar] 3d5 4s2 has +2, +3, +4, +5, +6, +7 states but only +2 and +7 states are stable due to the half filled d orbital or completely empty d orbital.
similarly Ti = +2, +3, +4 with +4 most stable due to the same reason.